食品科学 ›› 2024, Vol. 45 ›› Issue (12): 42-51.doi: 10.7506/spkx1002-6630-20230717-189

• 基础研究 • 上一篇    

基于代谢组学和网络药理学的橄榄类黄酮组分评价

赖瑞联,沈朝贵,龙宇,林炎娟,韦晓霞,吴如健   

  1. (福建省农业科学院果树研究所,福建 福州 350013)
  • 发布日期:2024-07-10
  • 基金资助:
    福建省自然科学基金面上项目(2023J01196);福建省属公益类科研院所基本科研专项(2022R1028005;2021R1028003); 农业农村部物种品种资源保护项目(18230171)

Evaluation of Flavonoid Components in Chinese Olive by Integrated Use of Metabolomics and Network Pharmacology

LAI Ruilian, SHEN Chaogui, LONG Yu, LIN Yanjuan, WEI Xiaoxia, WU Rujian   

  1. (Fruit Research Institute, Fujian Academy of Agricultural Sciences, Fuzhou 350013, China)
  • Published:2024-07-10

摘要: 目的:探究橄榄类黄酮组分的潜在功效及其在不同种质资源中的差异。方法:通过网络药理学和分子对接技术挖掘橄榄功效类黄酮组分,并结合代谢组学评价橄榄种质资源中类黄酮组分的积累水平。结果:从橄榄中鉴定获得44 种类黄酮组分,基于TCMSP数据库、类药性和口服生物利用度筛选获得18 种潜在的功效类黄酮组分及对应的180 个作用靶点,其中木犀草素、槲皮素、儿茶素和表儿茶素是潜在影响橄榄药理活性的重要化学物质。基于类黄酮组分与靶点连通度筛选的35 个关键作用靶点共富集到348 条基因本体通路和136 条京都基因与基因组百科全书信号通路,涉及抗癌、抗病毒、抗菌消炎、调节血糖和保护肝脏等药理活性。通过分子对接及可视化分析表明,所筛选的橄榄功效类黄酮组分能与关键作用靶点稳定结合。结论:代谢组学和网络药理学可为橄榄药用价值开发提供依据,橄榄类黄酮组分通过多成分-多靶点-多通路协同作用发挥多样化的药理作用。

关键词: 橄榄;种质资源;代谢组学;网络药理学;类黄酮

Abstract: Objective: To explore the potential biological activity of flavonoid components in Chinese olive (Canarium album Raeusch.), and the differences in flavonoid components among different germplasm resources of Chinese olive. Methods: The bioactive flavonoid components were identified using network pharmacology and molecular docking analysis, and the accumulation levels of flavonoid components in the germplasm resources were studied by metabolomics. Results: A total of 44 flavonoid components were identified, and 18 potential bioactive flavonoids and 180 targets for them were selected through the TCMSP database, drug-likeness and oral bioavailability. Luteolin, quercetin, catechin and epicatechin were found to be important components that could potentially affect the pharmacological activity of Chinese olive. The 35 key targets identified based on the connectivity between flavonoid components and their targets were enriched in 348 Gene Ontology (GO) terms and 136 Kyoto Encyclopedia of Genes and Genomes (KEGG) signal pathways, involving pharmacological activities such as anticancer, antiviral, antibacterial, and anti-inflammatory function, blood glucose regulation, and liver protection. Through molecular docking and visual analysis, stable combinations between the selected bioactive flavonoid components of Chinese olive and the key targets were found. Conclusion: The integration of metabolomics and network pharmacology can provide a scientific basis for exploring the medicinal value of Chinese olive. Flavonoids of Chinese olive exert various pharmacological activities through a multi-component, multi-target, and multi-pathway mechanism.

Key words: Chinese olive; germplasm resource; metabolomics; network pharmacology; flavonoids

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